Can AI be used generate an image ‘beyond photorealistic’, and what would it look like?

Exploring the Boundaries of AI-Generated Imagery: Beyond Photorealism

Artificial Intelligence (AI) has revolutionized the way we create and manipulate images, raising intriguing questions about the limits of digital representation. One compelling area of exploration is whether AI can generate images that transcend traditional realism—venturing into realms labeled as “beyond photorealistic.” This concept invites us to consider not only the evolution of AI-generated art but also the underlying mathematical and conceptual frameworks that could define such boundaries.

A Proposed Method for Exploring Imagery Transcendence

Imagine starting with a simple illustrative image, whether it’s a cartoon, a retro-style 3D render, or any stylized visual—let’s denote this as image “I.” Alongside this, take a photograph or a highly realistic rendering of the same subject and composition; we’ll call this “P.” The idea is to then compute a new image through an operation akin to: (P – I) + P.

This approach essentially amplifies the differences between the illustrative version and the real photograph, then reintegrates the real image. Conceptually, this operation explores how “stylization” or “artificiality” can be manipulated—pushing an image further along the spectrum from “fake” to “real.” The central question is: what happens if we continue beyond the point of realistic depiction? Could these transformations produce visuals that are “more real than real,” offering a glimpse into alternate visual universes or aesthetic realms?

Understanding the Concept of Realism Vectors

In this framework, “fake” and “real” can be thought of as vectors within a conceptual space of images. Moving along this vector might involve increasing degrees of stylization or realism. If we imagine these as directions in a multidimensional space, then transitioning from a stylized, cartoon-like image toward photorealism—and potentially beyond—becomes a form of vector arithmetic within that space.

Furthermore, these vectors might be positioned as opposing poles within a larger, perhaps undefined, field. Beyond these poles, the domain could be filled with noise or randomness, suggesting that the process of moving from artificial to hyper-realistic images isn’t linear or necessarily well-defined. Instead, it could resemble navigating through a multidimensional landscape where certain directions lead to meaningful transformations, others to chaos.

Potential Applications and Broader Implications

While the initial idea might be rooted in artistic curiosity, its implications extend to various domains. For instance, the concept of “